Supervised Learning

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Supervised Machine Learning: Regression and Classification (Coursera)

Jul 4th 2022
Supervised Machine Learning: Regression and Classification (Coursera)
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In the first course of the Machine Learning Specialization, you will: build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn; build and train supervised machine learning models for prediction and binary classification tasks, including linear regression and logistic [...]

Advanced Learning Algorithms (Coursera)

Jul 4th 2022
Advanced Learning Algorithms (Coursera)
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In the second course of the Machine Learning Specialization, you will: build and train a neural network with TensorFlow to perform multi-class classification; apply best practices for machine learning development so that your models generalize to data and tasks in the real world; build and use decision trees and [...]

Machine Learning: an overview (Coursera)

The course provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the course briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These [...]

Microsoft Azure Machine Learning for Data Scientists (Coursera)

Jul 4th 2022
Microsoft Azure Machine Learning for Data Scientists (Coursera)
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Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier. In this course, you will [...]
Jul 4th 2022
Course Auditing
41.00 EUR/month

Introduction to Machine Learning and AI (FutureLearn)

Discover the fundamentals of machine learning, how it works, and learn to train your own AI using free online tools. Build your knowledge and skills in machine learning. From self-driving cars to determining someone’s age, artificial intelligence (AI) systems trained with machine learning (ML) are being used more and [...]

Supervised Learning: Regression (Coursera)

Jul 4th 2022
Supervised Learning: Regression (Coursera)
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This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course also walks you through best practices, [...]

Supervised Learning: Classification (Coursera)

Jul 4th 2022
Supervised Learning: Classification (Coursera)
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This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on [...]
Jul 4th 2022
Course Auditing
33.00 EUR/month

Machine Learning (Coursera)

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably [...]

Machine Learning Introduction for Everyone (Coursera)

Jun 27th 2022
Machine Learning Introduction for Everyone (Coursera)
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This three-module course introduces machine learning and data science for everyone with a foundational understanding of machine learning models. You’ll learn about the history of machine learning, applications of machine learning, the machine learning model lifecycle, and tools for machine learning. You’ll also learn about supervised versus unsupervised learning, [...]
Jun 27th 2022
Course Auditing
42.00 EUR

Supervised Text Classification for Marketing Analytics (Coursera)

Marketing data often requires categorization or labeling. In today’s age, marketing data can also be very big, or larger than what humans can reasonably tackle. In this course, students learn how to use supervised deep learning to train algorithms to tackle text classification tasks. Students walk through a conceptual [...]